AWS Machine Learning Blog

FEBRUARY 12, 2025

Many organizations store their data in structured formats within data warehouses and data lakes. Amazon Bedrock Knowledge Bases offers a feature that lets you connect your RAG workflow to structured data stores. The following is a sample architecture for a secure and scalable RAG-based web application.

AWS 109

AWS Machine Learning Machine Learning AI 109

ODSC - Open Data Science

JULY 27, 2023

Choosing a Data Lake Format: What to Actually Look For The differences between many data lake products today might not matter as much as you think. When choosing a data lake, here’s something else to consider. When choosing a data lake, here’s something else to consider.

Data Lakes 52

Data Lakes SQL AI AI 52

Tableau

DECEMBER 7, 2022

Built-in connectors bring in data from every single channel. That includes live data streams, streaming data from web and mobile, and APIs integrated with MuleSoft to bring in external data from legacy systems or proprietary data lakes. . Bring your own AI with AWS. Optimize recruiting pipelines.

Tableau 98

Tableau Data Warehouse Data Pipeline Data Visualization 98

Tableau

DECEMBER 7, 2022

Built-in connectors bring in data from every single channel. That includes live data streams, streaming data from web and mobile, and APIs integrated with MuleSoft to bring in external data from legacy systems or proprietary data lakes. . Bring your own AI with AWS. Optimize recruiting pipelines.

Tableau 98

Tableau Data Warehouse Data Pipeline Data Visualization 98

Flipboard

DECEMBER 6, 2023

These datasets are often a mix of numerical and text data, at times structured, unstructured, or semi-structured. needed to address some of these challenges in one of their many AI use cases built on AWS. The dataset Our structured dataset can reside in a SQL database, data lake, or data warehouse as long as we have support for SQL.

SQL 168

SQL Database AWS Machine Learning 168

Tableau

DECEMBER 7, 2022

Built-in connectors bring in data from every single channel. That includes live data streams, streaming data from web and mobile, and APIs integrated with MuleSoft to bring in external data from legacy systems or proprietary data lakes. To take a closer look, check out the Data Cloud for Tableau demo.

Tableau 55

Tableau Data Warehouse Data Pipeline Data Visualization 55